Python 3.6C++Embedded CTensorflowOpenCV

Using a monocular camera setup, tracking basketball players throughout a game or practice session to generate player statistics in real-time.

PythonCaffeDIGITSTheanoOpenCVScikit-Image

Automating detection of cancerous regions of glioma cancer(Brain cancer) using Deep Learning based semantic classification of histopathology slides achieving state of the art results.

PythonLuaTorchPyTorchCaffe2

A Deep Learning based implementation for detection and counting faces in heavily occluded scenes and to distinguish disguised and imposter's face.

PythonJavaOpenCVTensorflowXamarin

This system includes a novel vehicle detection approach for detecting vehicles from static images and calculating the amount of sand being carried to prevent the malpractices of sand smuggling. Different from traditional methods, which use machine learning to detect vehicles, this method introduces a new contour mapping model to find important "vehicle edges" for identifying vehicles The sand detection algorithm uses color based segmentation since sand can have various colors under different weather and lighting conditions The proposed new color segmentation model has excellent capabilities to identify sand pixels from background, even though the pixels are lighted under varying illuminations.

PythonJavaOpenCVCEmbedded C

This system uses a Human detection algorithm for onboard search and location in disaster-hit areas. Successful implementation of an efficient Human Detection and path planning algorithm for faster search and rescue operations.